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Improve documentation of Github and Website #723

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HuanyuZhang
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Summary:
Improve the documentation of Github and Opacus website, specifically:

  1. Added a "Latest updates" section in Github readme.
  2. Updated outdated documentation, and highlighted new features like Ghost clipping.
  3. Fixed the API library from the website which did not include some newly added files (e.g., fast_gradient_clipping_utils).

Differential Revision: D68637848

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Jan 26, 2025
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This pull request was exported from Phabricator. Differential Revision: D68637848

Summary:

Improve the documentation of Github and Opacus website, specifically:
1. Added a "Latest updates" section in Github `readme`.
2. Updated outdated documentation, and highlighted new features like Ghost clipping.
3. Fixed the API library from the website which did not include some newly added files (e.g., `fast_gradient_clipping_utils`).

Reviewed By: iden-kalemaj

Differential Revision: D68637848
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This pull request was exported from Phabricator. Differential Revision: D68637848

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This pull request has been merged in 8e028f4.

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